• Advanced control of district heating processes in Estonia = Keskkütte soojuse tootmisprotsesside juhtimineVansovitš, Vitali2018 https://digi.lib.ttu.ee/i/?10628 https://www.ester.ee/record=b5151484*est
• Application of genetic algorithms to neural networks based control of a liquid level tank systemVassiljeva, Kristina; Belikov, Juri; Petlenkov, Eduard2014 International Joint Conference on Neural Networks (IJCNN) : July 6-11, 2014, Beijing, China2014 / p. 2525-2530 : ill https://doi.org/10.1109/IJCNN.2014.6889912 https://www.scopus.com/sourceid/96537 https://www.scopus.com/record/display.uri?eid=2-s2.0-84908494953&origin=inward&txGid=d543e9476de0b5503adaa7d3d00e4f1b https://www.webofscience.com/wos/woscc/full-record/WOS:000371465702087
• Application of MPC to industrial water boiler control system in district heat plantVansovitš, Vitali; Petlenkov, Eduard; Vassiljeva, Kristina; Tepljakov, Aleksei; Belikov, Juri2014 13th International Conference on Control, Automation, Robotics & Vision (ICARCV 2014) : Marina Bay Sands, Singapore, 10-12th December 20142014 / p. 1609-1614 : ill
• Application of neural networks based SANARX model for identification and control liquid level tank systemBelikov, Juri; Nõmm, Sven; Petlenkov, Eduard; Vassiljeva, Kristina2013 12th International Conference on Machine Learning and Applications : ICMLA 2013 : 4-7 December 2013, Miami, Florida, USA : proceedings. Vol. 12013 / p. 246-251 : ill
• Artificial intelligence methods for data based modeling and analysis of complex processes : real life examples [Online resource]Vassiljeva, Kristina; Petlenkov, Eduard; Vansovitš, Vitali; Tepljakov, AlekseiProceedings of the 2016 IEEE First International Conference on Data Stream Mining & Processing (DSMP) : Lviv, Ukraine, August 23-27, 20162016 / p. 363-368 : ill https://doi.org/10.1109/DSMP.2016.7583579
• Automated neural network model selection algorithm for feedback linearization based controlVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriBEC 2010 : 2010 12th Biennial Baltic Electronics Conference : proceedings of the 12th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 4-6, 2010, Tallinn, Estonia2010 / p. 235-238 : ill
• Band gap tuning based on adjustable stiffness of local resonatorsAlimohammadi, Hossein; Vassiljeva, Kristina; HosseinNia, Hassan; Petlenkov, EduardMETA 2023 Paris - France : The 13th International Conference on Metamaterials, Photonic Crystals and Plasmonics : proceedings2023 / p. 1743-1744 : ill https://metaconferences.org/META23/files/meta23_proceedings.pdf
• Bandgap dynamics in locally resonant metastructures : a general theory of internal resonator couplingAlimohammadi, Hossein; Vassiljeva, Kristina; HosseinNia, S. Hassan; Petlenkov, EduardApplied Sciences (Switzerland)2024 / art. 2447 https://doi.org/10.3390/app14062447 https://www.scopus.com/sourceid/21100829268 https://www.scopus.com/record/display.uri?eid=2-s2.0-85192536950&origin=resultslist&sort=plf-f&src=s&sot=b&sdt=b&s=DOI%2810.3390%2Fapp14062447%29&sessionSearchId=9d2463a4c393c098eafee8de7d14eac0&relpos=0 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=APPL%20SCI-BASEL&year=2023 https://www.webofscience.com/wos/woscc/full-record/WOS:001191687100001
• Bridging the gap in technology transfer for advanced process control with industrial applicationsVansovitš, Vitali; Petlenkov, Eduard; Tepljakov, Aleksei; Vassiljeva, Kristina; Belikov, JuriSensors2022 / art. 4149 https://doi.org/10.3390/s22114149 https://www.scopus.com/sourceid/130124 https://www.scopus.com/record/display.uri?eid=2-s2.0-85131742293&origin=inward&txGid=a0d11f9f0f973ae328672bd092c6a4b4 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=SENSORS-BASEL&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000808733700001
• Comparative analysis of machine learning techniques for non-intrusive load monitoringShabbir, Noman; Vassiljeva, Kristina; Hokmabad, Hossein Nourollahi; Husev, Oleksandr; Petlenkov, Eduard; Belikov, JuriElectronics2024 / art. 1420 https://doi.org/10.3390/electronics13081420 https://www.scopus.com/sourceid/21100829272 https://www.scopus.com/pages/publications/85191381378?inward https://jcr.clarivate.com/jcr-jp/journal-profile?journal=ELECTRONICS-SWITZ&year=2024 https://www.webofscience.com/wos/woscc/full-record/WOS:001210376300001
• Computational intelligence approach for estimation of vehicle insurancere risk levelVassiljeva, Kristina; Tepljakov, Aleksei; Petlenkov, Eduard; Netšajev, Eduard2017 International Joint Conference on Neural Networks (IJCNN 2017) : Anchorage, Alaska, USA, 14-19 May 20172017 / p. 4073-4078 : ill https://doi.org/10.1109/IJCNN.2017.7966370 https://www.scopus.com/sourceid/96537 https://www.scopus.com/record/display.uri?eid=2-s2.0-85031038976&origin=inward&txGid=ff07b6f5b85e446a6c7238aa62d17ee4 https://www.webofscience.com/wos/woscc/full-record/WOS:000426968704043
• Computational intelligence methods based design of closed-loop systemBelikov, Juri; Petlenkov, Eduard; Vassiljeva, Kristina; Nõmm, SvenNeural information processing : 20th International Conference, ICONIP 2013, Daegu, Korea, November 3-7, 2013 : proceedings. Part I2013 / p. 215-224 : ill https://doi.org/10.1007/978-3-642-42054-2_28 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-84893351469&origin=resultslist&sort=plf-f&src=s&sot=b&sdt=b&s=DOI%2810.1007%2F978-3-642-42054-2_28%29
• Data-driven occupancy profile identification and application to the ventilation schedule in a school buildingVassiljeva, Kristina; Matson, Margarita; Ferrantelli, Andrea; Petlenkov, Eduard; Thalfeldt, Martin; Belikov, JuriEnergies2024 / art. 3080 https://doi.org/10.3390/en17133080
• Deep learning for detection of pavement distress using nonideal photographic imagesTepljakov, Aleksei; Riid, Andri; Pihlak, Rene; Vassiljeva, Kristina; Petlenkov, Eduard2019 42nd International Conference on Telecommunications and Signal Processing (TSP)2019 / p. 195-200 : ill https://doi.org/10.1109/TSP.2019.8769086
• Development of anti-lock braking system (ABS) for vehicles brakingVu, Trieu Minh; Oamen, Godwin; Vassiljeva, Kristina; Teder, LeoOpen engineering2016 / p. 554-559 : ill https://doi.org/10.1515/eng-2016-0078 https://www.scopus.com/sourceid/21100375904 https://www.scopus.com/record/display.uri?eid=2-s2.0-85006097351&origin=inward&txGid=30a72ec5ec7a10d7cd5aba5db306faa1
• Energy consumption characteristics based on monitored data : a school case studyVassiljeva, Kristina; Matson, Margarita; Petlenkov, Eduard; Belikov, Juri; Thalfeldt, Martin; Kurnitski, JarekCLIMA 2022 : REHVA 14th HVAC World Congress 22nd-25th May in Rotterdam, The Netherlands2022 / 5 p. : ill https://doi.org/10.34641/clima.2022.274
• Enhancing bandgap depth in locally resonant metastructures via notch-filtered piezoelectric actuationAlimohammadi, Hossein; Vassiljeva, Kristina; HosseinNia, S. Hassan; Petlenkov, Eduard2024 IEEE International Conference on Industrial Technology (ICIT)2024 https://doi.org/10.1109/ICIT58233.2024.10540976 https://www.scopus.com/sourceid/84128 https://www.scopus.com/record/display.uri?eid=2-s2.0-85195777116&origin=resultslist&sort=plf-f&src=s&sot=b&sdt=b&s=DOI%2810.1109%2FICIT58233.2024.10540976%29&sessionSearchId=e480f059ffe0534f81c8c6919542edf7&relpos=0
• Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structureNõmm, Sven; Vassiljeva, Kristina; Petlenkov, EduardWCCI 2012 : IEEE World Congress on Computational Intelligence : June, 10-15, 2012, Brisbane, Australia2012 / p. 1682-1688 : ill https://ieeexplore.ieee.org/document/6252599
• Evolutionary design of the closed loop control on the basis of NN-ANARX model using genetic algorithmVassiljeva, Kristina; Petlenkov, Eduard; Nõmm, SvenNeural information processing : 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012 : proceedings. Part I2012 / p. 592-599 : ill https://link.springer.com/chapter/10.1007/978-3-642-34475-6_71
• Exploring internally coupled resonator's dynamics and spatial variability in metamaterials for vibration suppressionAlimohammadi, Hossein; Vassiljeva, Kristina; HosseinNia, S. Hassan; Petlenkov, EduardActive and Passive Smart Structures and Integrated Systems XVII2024 / art. 1294614 https://doi.org/10.1117/12.3024067 https://www.scopus.com/sourceid/40067 https://www.scopus.com/record/display.uri?eid=2-s2.0-85194761199&origin=resultslist&sort=plf-f&src=s&sot=b&sdt=b&s=DOI%2810.1117%2F12.3024067%29&sessionSearchId=9a261a124a4e95257082f88f23bb8eeb&relpos=0 https://www.webofscience.com/wos/woscc/full-record/WOS:001235337900024
• Exploring the real-world challenges and efficacy of internal coupling in metastructures : an experimental perspectiveAlimohammadi, Hossein; Vassiljeva, Kristina; Hosseinnia, S. Hassan; Ellervee, Peeter; Petlenkov, Eduard2024 International Conference on Electrical, Computer and Energy Technologies (ICECET)2024 https://doi.org/10.1109/ICECET61485.2024.10698725 https://www.scopus.com/record/display.uri?eid=2-s2.0-85207433092&origin=resultslist&sort=plf-f&src=s&sot=b&sdt=b&s=DOI%2810.1109%2FICECET61485.2024.10698725%29&sessionSearchId=9a261a124a4e95257082f88f23bb8eeb&relpos=0
• GA based optimization of NN-SANARX model for adaptive control of nonlinear systemsVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriWCCI 2012 : IEEE World Congress on Computational Intelligence : June, 10-15, 2012, Brisbane, Australia2012 / p. 1674-1681 : ill https://ieeexplore.ieee.org/document/6252598
• Genetic algorithm based structure identification for feedback control of nonlinear MIMO systemsVassiljeva, Kristina; Belikov, Juri; Petlenkov, EduardLecture notes in computer science2011 / p. 215-226 : ill https://link.springer.com/chapter/10.1007/978-3-642-23857-4_23
• Gray box time variant clogging behaviour and pressure drop prediction of the air filter in the HVAC systemAlimohammadi, Hossein; Vassiljeva, Kristina; Petlenkov, Eduard; Thalfeldt, Martin; Mikola, Alo; Kull, Tuule Mall; Köse, AhmetE3S Web Conference: Cold Climate HVAC and Energy 20212021 / art. 10002 https://doi.org/10.1051/e3sconf/202124610002 https://www.scopus.com/sourceid/21100795900 https://www.scopus.com/record/display.uri?eid=2-s2.0-85103541451&origin=inward&txGid=1e770c3c420c15e8d181e284cc922380 https://www.webofscience.com/wos/woscc/full-record/WOS:000668011100057
• Harvesting energy and stability insights in internally coupled resonator systemsAlimohammadi, Hossein; Vassiljeva, Kristina; HosseinNia, S. Hassan; Petlenkov, EduardProceedings, IEEE 18th International Conference on Advanced Motion Control, AMC2024, February 28-March 1, 20242024 / p. 1-6 : ill https://doi.org/10.1109/AMC58169.2024.10505680
• Human limb model structure optimization with genetic algorithmNõmm, Sven; Vassiljeva, Kristina; Kuusik, AlarEMS2013 : UKSim-AMSS 7th European Modelling Symposium, 20-22 November 2013, Manchester, United Kindgom : [proceedings]2013 / p. 124-129
• Identification of industrial water boiler for model predictive control of district heat plantVansovitš, Vitali; Petlenkov, Eduard; Vassiljeva, Kristina; Guljajev, AleksandrBEC 2012 : 2012 13th Biennial Baltic Electronics Conference : proceedings of the 13th Biennial Baltic Electronics Conference : October 3-5, 2012, Tallinn, Estonia2012 / p. 315-318 : ill
• Model-based control design for a district heating plantVansovitš, Vitali; Godoy, Boris I.; Tepljakov, Aleksei; Vassiljeva, Kristina; Petlenkov, Eduard2017 IEEE 15th International Conference on Industrial Informatics (INDIN 2017) : Emden, Germany, 24-26 July 20172017 / p. 615-620 : ill https://doi.org/10.1109/INDIN.2017.8104842
• A NARX model reference adaptive control scheme: Improved disturbance rejection fractional-order PID control of an experimental magnetic levitation systemAlimohammadi, Hossein; Alagoz, Baris Baykant; Tepljakov, Aleksei; Vassiljeva, Kristina; Petlenkov, EduardAlgorithms2020 / p. 1-27 https://doi.org/10.3390/a13080201 https://www.scopus.com/sourceid/21100199795 https://www.scopus.com/record/display.uri?eid=2-s2.0-85090385875&origin=inward&txGid=a4dab6fe76c1d663e9eca30b87274896 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=ALGORITHMS&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000568149200001
• Neural network based minimal state-space representation of nonlinear MIMO systems for feedback controlVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriThe 11th International Conference Control, Automation, Robotics and Vision : ICARCV 2010 : 7–10 December 2010, Singapore2010 / p. 2191-2196 https://www.researchgate.net/publication/221144201_Neural_network_based_minimal_state-space_representation_of_nonlinear_MIMO_systems_for_feedback_control
• Neural networks based identification for controlVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriInfo- ja kommunikatsioonitehnoloogia doktorikooli IKTDK viienda aastakonverentsi artiklite kogumik : 25.-26. novembril 2011, Nelijärve2011 / p. 157-160 : ill
• Neural networks based minimal or reduced model representation for control of nonlinear MIMO systemsVassiljeva, Kristina; Belikov, Juri; Petlenkov, EduardProceedings of International Joint Conference on Neural Networks : San Jose, California, USA, July 31 – August 5, 20112011 / p. 1706-1713 https://ieeexplore.ieee.org/document/6033430
• NN-ANARX model based control of liquid level using visual feedbackVassiljeva, Kristina; Tepljakov, Aleksei; Petlenkov, Eduard2015 IEEE International Conference on Industrial Informatics (INDIN) : proceedings : Robinson College, Cambridge, United Kingdom, 22-24 July, 20152015 / p. 133-138 : ill http://dx.doi.org/10.1109/INDIN.2015.7281723
• Nonlinear dynamics in PEH for enhanced power output and vibration suppression in metastructuresAlimohammadi, Hossein; Vassiljeva, Kristina; HosseinNia, S. Hassan; Petlenkov, EduardNonlinear Dynamics2024 / p. 12941 - 12963 https://doi.org/10.1007/s11071-024-09739-w https://www.scopus.com/sourceid/21576 https://www.scopus.com/record/display.uri?eid=2-s2.0-85194765877&origin=resultslist&sort=plf-f&src=s&sot=b&sdt=b&s=DOI%2810.1007%2Fs11071-024-09739-w%29&sessionSearchId=971b6d536926a71d00c3665b57fa29cc&relpos=0 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=NONLINEAR%20DYNAM&year=2023 https://www.webofscience.com/wos/woscc/full-record/WOS:001235692000006
• A novel Taylor series based approach for control computation in NN-ANARX structure based control of nonlinear systemsBelikov, Juri; Vassiljeva, Kristina; Petlenkov, Eduard; Nõmm, SvenProceedings of the 27th Chinese Control Conference : July 16-18, 2008, Kunming, Yunnan, China. 22008 / p. 474-478 https://ieeexplore.ieee.org/document/4605837
• On-line identification and adaptive control of nonlinear systems using neural networksVassiljeva, Kristina; Rüstern, EnnuBEC 2004 : proceedings of the 9th Biennial Baltic Electronics Conference : October 3-6, 2004, Tallinn, Estonia2004 / p. 149-152 : ill
• Pavement distress detection with deep learning using the orthoframes acquired by a mobile mapping systemRiid, Andri; Lõuk, Roland; Pihlak, Rene; Tepljakov, Aleksei; Vassiljeva, KristinaApplied sciences2019 / art. 4829, 22 p. : ill https://doi.org/10.3390/app9224829 https://www.scopus.com/sourceid/21100829268 https://www.scopus.com/record/display.uri?eid=2-s2.0-85075257880&origin=inward&txGid=a5d19b5bd2746d7487943dea35ff101b https://jcr.clarivate.com/jcr-jp/journal-profile?journal=APPL%20SCI-BASEL&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000502570800106
• Piezoelectric compensation of structural damping in metamaterial beams: stability and performance analysisAlimohammadi, Hossein; Vassiljeva, Kristina; HosseinNia, S. Hassan; Ellervee, Peeter; Petlenkov, EduardActive and Passive Smart Structures and Integrated Systems XVIII2024 / art. 129460J, 11 p. : ill https://doi.org/10.1117/12.3024120 https://www.scopus.com/sourceid/40067 https://www.scopus.com/pages/publications/85194736351?inward https://www.webofscience.com/wos/woscc/full-record/WOS:001235337900008
• Predict the remaining useful life in HVAC filters using a hybrid strategyAlimohammadi, Hossein; Vassiljeva, Kristina; Petlenkov, Eduard; Kull, Tuule Mall; Thalfeldt, MartinCLIMA 2022: the 14th REHVA HVAC World Congress, 22nd – 25th May in Rotterdam, The Netherlands2022 / p. 1-8 https://doi.org/10.34641/clima.2022.273
• Profiling and schedule based forecast of electricity usage to improve energy performance of administrative buildingsVassiljeva, Kristina; Matson, Margarita; Belikov, Juri; Petlenkov, EduardProceedings of the 30th ICE IEEE/ITMC Conference on Engineering, Technology, and Innovation: Digital Transformation on Engineering, Technology and Innovation, ICE 2024 2024 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)2024 / 8 p https://doi.org/10.1109/ICE/ITMC61926.2024.10794299
• Restricted connectivity neural networks based identification for control = Piiratud ühenduvusega tehisnärvivõrkudel põhinev identifitseerimine juhtimiseksVassiljeva, Kristina2012
• Sound localization and processing for inducing synesthetic experiences in virtual realityTepljakov, Aleksei; Astapov, Sergei; Petlenkov, Eduard; Vassiljeva, Kristina; Draheim, DirkBEC 2016 : 2016 15th Biennial Baltic Electronics Conference : proceedings of the 15th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 3-5, 2016, Tallinn, Estonia2016 / p. 159-162 : ill http://www.ester.ee/record=b2150914*est
• Stability analysis and energy harvesting in lumped parameter systems with internally coupled resonatorsAlimohammadi, Hossein; Vassiljeva, Kristina; HosseinNia, S. Hassan; Petlenkov, EduardJVC/Journal of Vibration and Control2024 / 13 p. : ill https://doi.org/10.1177/10775463241241161 https://www.scopus.com/sourceid/13034 https://www.scopus.com/record/display.uri?eid=2-s2.0-85188475200&origin=resultslist&sort=plf-f&src=s&sot=b&sdt=b&s=ALL%28%22Stability+analysis+and+energy+harvesting+in+lumped+parameter+systems+with+internally+coupled+resonators%22%29&sessionSearchId=fd90d0e9983d9a88c6a21e7c6aafecbb&relpos=1 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=J%20VIB%20CONTROL&year=2023 https://www.webofscience.com/wos/woscc/full-record/WOS:001189395200001
• State-space control of nonlinear systems identified by ANARX and neural network based SANARX modelsVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriThe 2010 International Joint Conference on Neural Networks (IJCNN) : 18-23 July 2010, Barcelona : proceedings2010 / p. 3816-3823 : ill https://ieeexplore.ieee.org/document/5596581
• Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation functionNõmm, Sven; Vassiljeva, Kristina; Belikov, Juri; Petlenkov, Eduard2011 9th IEEE International Conference on Control and Automation (ICCA) : Santiago, Chile, December 19-21, 2011 : [proceedings]2011 / p. 65-70 : ill https://ieeexplore.ieee.org/document/6137961
• Towards a synesthesia laboratory : real-time localization and Visualization of a sound source for virtual reality applicationsKöse, Ahmet; Tepljakov, Aleksei; Astapov, Sergei; Draheim, Dirk; Petlenkov, Eduard; Vassiljeva, KristinaJournal of communications software and systems2018 / p. 112–120 : ill https://doi.org/10.24138/jcomss.v14i1.410 https://www.scopus.com/sourceid/19900191968 https://www.scopus.com/record/display.uri?eid=2-s2.0-85056513871&origin=inward&txGid=aeef0a83873d2f1f18f40498c2bb5943
• Towards an Intelligent Control System for district heating plants : design and implementation of a fuzzy logic based control loopVansovitš, Vitali; Tepljakov, Aleksei; Vassiljeva, Kristina; Petlenkov, Eduard2016 IEEE 14th International Conference on Industrial Informatics (INDIN) : Palais des Congrès du Futuroscope, Futuroscope - Poitiers, France, 19-21 July, 2016 : proceedings2016 / p. 405-410 : ill https://doi.org/10.1109/INDIN.2016.7819193
• Towards genetic algorithm based structure identification for minimal state-space representation and feedback control of nonlinear MIMO systemsVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriInfo- ja kommunikatsioonitehnoloogia doktorikooli IKTDK neljanda aastakonverentsi artiklite kogumik : 26.-27. novembril 2010, Essu mõis2010 / lk. 11-14 : ill
• Transferal skills in applied artificial intelligence : the case of financial sectorPorjazoska Kujundziski, Aleksandra; Domazet, Ervin; Kamberaj, Hiqmet; Rahmani, Damir; Feta, Amra; Petlenkov, Eduard; Vassiljeva, Kristina; Štajduhar, Ivan; Hagen, TobiasMIC2023 . Management International Conference. Toward Green, Inclusive, and Digital Growth, Trieste, Italy • 7–10 June 2023. Abstracts of the Joint International Conference2023 / p. 24 https://doi.org/10.26493/978-961-293-234-3
• Virtual reality meets intelligence in large scale architectureKöse, Ahmet; Petlenkov, Eduard; Tepljakov, Aleksei; Vassiljeva, KristinaAugmented Reality, Virtual Reality, and Computer Graphics : 4th International Conference, AVR 2017, Ugento, Italy, June 12-15, 2017 : proceedings. Part II2017 / p. 297-309 : ill https://doi.org/10.1007/978-3-319-60928-7_26 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-85021230244&origin=inward&txGid=256151fb2919ff2201bdb23d19f138f3 https://www.webofscience.com/wos/woscc/full-record/WOS:000440463000026